{
  "evaluator": "Agent 1",
  "timestamp": "2026-02-05T09:15:00-05:00",
  "evaluations": [
    {
      "mcp": "closebot-mcp",
      "stage": 7,
      "evidence": "TypeScript MCP with 8 tool modules (2357 lines), 6 MCP apps (993 lines), compiles cleanly, has comprehensive README with setup instructions and API key auth. NO tests folder.",
      "blockers": [
        "No tests - zero test coverage",
        "No usage examples beyond README",
        "Authentication not verified (API key required, can't test without account)"
      ],
      "next_action": "Add vitest test suite covering: (1) tool registration, (2) client API calls with mocked responses, (3) app rendering"
    },
    {
      "mcp": "competitor-research-mcp",
      "stage": 5,
      "evidence": "TypeScript MCP with 1 research engine tool (684 lines), 2 apps (intake-form, dashboard), compiles cleanly. NO README, NO tests. Apps use React + Vite + Recharts.",
      "blockers": [
        "NO README - zero documentation",
        "No tests",
        "Only 1 tool implemented (research engine) - limited functionality",
        "No environment setup guide",
        "Can't determine if it actually works without docs"
      ],
      "next_action": "Write comprehensive README.md with: (1) what it does, (2) setup instructions, (3) API requirements, (4) example prompts. Then add tests."
    },
    {
      "mcp": "google-console-mcp",
      "stage": 7,
      "evidence": "TypeScript MCP with 7 tool modules (2394 lines), 8 MCP apps (2647 lines), compiles cleanly, uses Google Search Console API with OAuth2/service account auth. Has ARCHITECTURE.md but NO root README.",
      "blockers": [
        "NO root README - only ARCHITECTURE.md exists",
        "No tests",
        "Requires Google Cloud project setup (complex OAuth flow)",
        "Authentication setup unclear without README"
      ],
      "next_action": "Create README.md covering: (1) Google Cloud setup, (2) service account vs OAuth, (3) installation, (4) Claude Desktop config. Add auth tests."
    },
    {
      "mcp": "manim-mcp",
      "stage": 8,
      "evidence": "Python MCP for 3Blue1Brown's manimgl. 3 tools (generate/edit/list), extensive test suite (12 test files), comprehensive 400-line README, production architecture with RAG (5300+ docs), multi-agent pipeline, ChromaDB, S3 storage, Docker Compose. Missing dependencies (pytest, mcp module) but structure is production-grade.",
      "blockers": [
        "Dependencies not installed (ModuleNotFoundError: mcp)",
        "Requires external services (ChromaDB, MinIO, manimgl, ffmpeg)",
        "Complex setup - needs Gemini/Claude API keys + multiple services"
      ],
      "next_action": "Add pyproject.toml install group for all dependencies, create setup script to check external deps (manimgl, ffmpeg, LaTeX), add quick-start Docker mode."
    },
    {
      "mcp": "meta-ads-mcp",
      "stage": 8,
      "evidence": "TypeScript MCP with 11 tool modules (6076 lines), 13 MCP apps (2909 lines), compiles cleanly, comprehensive 600-line README with production architecture (rate limiting, caching, lazy loading, appsecret_proof security). Ready to use with Meta access token. NO tests.",
      "blockers": [
        "No tests - zero test coverage despite production claims",
        "Can't verify rate limiting, caching, or error handling without tests",
        "Requires Meta Business Manager account + app setup"
      ],
      "next_action": "Add vitest test suite covering: (1) rate limiter logic, (2) cache hit/miss, (3) auth manager, (4) mocked Meta API calls. Add CI/CD."
    },
    {
      "mcp": "reonomy-mcp",
      "stage": 1,
      "evidence": "EMPTY PROJECT. Only contains 3 HTML app files (dashboard, results-viewer, search-builder) in dist/app-ui/. NO source code, NO package.json, NO TypeScript files, NO build system. Just empty app templates.",
      "blockers": [
        "NO SOURCE CODE AT ALL",
        "NO implementation - only HTML mockups",
        "No tools, no server, no MCP integration",
        "Reonomy API research exists in workspace root but not integrated",
        "This is a placeholder/concept, not even scaffolded"
      ],
      "next_action": "Start from scratch: (1) Create package.json + tsconfig, (2) implement Reonomy API client based on existing research, (3) define 5-10 core tools (property search, owner lookup, comps), (4) wire up the 3 HTML apps to real data."
    },
    {
      "mcp": "twilio-mcp",
      "stage": 8,
      "evidence": "TypeScript MCP with 13 packs (~50+ tools, 5772 lines), 1 renderer app (234 lines), compiles cleanly, massive 800-line README with production features (lazy loading, safety tiers, workflow-oriented tools, MCP apps). Has vitest in package.json. Ready for npm publish with @busybee scope.",
      "blockers": [
        "No tests folder exists despite vitest being configured",
        "Can't verify lazy loading, pack keywords, or safety tier logic without tests",
        "Requires Twilio account + API keys to test",
        "Complex pack architecture needs integration tests"
      ],
      "next_action": "Add tests/ folder with: (1) unit tests for BasePack, LazyLoader, ToolRegistry, (2) integration tests for Tier1Pack (mocked Twilio client), (3) test lazy-load triggers. Add GitHub Actions CI."
    }
  ],
  "summary": {
    "integration_ready": ["manim-mcp", "meta-ads-mcp", "twilio-mcp"],
    "needs_tests": ["closebot-mcp", "meta-ads-mcp", "twilio-mcp"],
    "needs_documentation": ["competitor-research-mcp", "google-console-mcp"],
    "dead_on_arrival": ["reonomy-mcp"],
    "average_stage": 6.14,
    "ruthless_truth": "3 MCPs are production-ready (Stage 8), 3 are functional but untested (Stage 5-7), 1 is literally empty (Stage 1). Nobody is writing tests. The ones with great READMEs have zero tests. The one with great tests has no README. Classic."
  }
}
